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Models/EfficientDet-D5 (EfficientNet-B5)

EfficientDet-D5 (EfficientNet-B5)

Reported on 10 benchmarks across 5 tasks · 1 paper · 10 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology8 results

3DonCOCO-O
Average mAP· 2019-11-20
28.5
best: 57.8 (EVA)
SOTA
EfficientDet: Scalable and Efficient Object Detection arXiv:1911.09070
3DonCOCO-O
Effective Robustness· 2019-11-20
5.44
best: 28.86 (EVA)
SOTA
EfficientDet: Scalable and Efficient Object Detection arXiv:1911.09070
2D ClassificationonCOCO-O
Average mAP· 2019-11-20
28.5
best: 57.8 (EVA)
SOTA
EfficientDet: Scalable and Efficient Object Detection arXiv:1911.09070
2D ClassificationonCOCO-O
Effective Robustness· 2019-11-20
5.44
best: 28.86 (EVA)
SOTA
EfficientDet: Scalable and Efficient Object Detection arXiv:1911.09070
2D Object DetectiononCOCO-O
Average mAP· 2019-11-20
28.5
best: 57.8 (EVA)
SOTA
EfficientDet: Scalable and Efficient Object Detection arXiv:1911.09070
2D Object DetectiononCOCO-O
Effective Robustness· 2019-11-20
5.44
best: 28.86 (EVA)
SOTA
EfficientDet: Scalable and Efficient Object Detection arXiv:1911.09070
16konCOCO-O
Average mAP· 2019-11-20
28.5
best: 57.8 (EVA)
SOTA
EfficientDet: Scalable and Efficient Object Detection arXiv:1911.09070
16konCOCO-O
Effective Robustness· 2019-11-20
5.44
best: 28.86 (EVA)
SOTA
EfficientDet: Scalable and Efficient Object Detection arXiv:1911.09070

Computer Vision2 results

Object DetectiononCOCO-O
Average mAP· 2019-11-20
28.5
best: 57.8 (EVA)
SOTA
EfficientDet: Scalable and Efficient Object Detection arXiv:1911.09070
Object DetectiononCOCO-O
Effective Robustness· 2019-11-20
5.44
best: 28.86 (EVA)
SOTA
EfficientDet: Scalable and Efficient Object Detection arXiv:1911.09070